Causality Encourages the Identifiability of Instance-Dependent Label Noise

Yu Yao, Tongliang Liu*, Mingming Gong, Bo Han, Gang Niu, Kun Zhang

*Corresponding author for this work

Research output: Chapter in book/report/conference proceedingChapterpeer-review

Original languageEnglish
Title of host publicationMachine Learning for Causal Inference
EditorsSheng Li, Zhixuan Chu
PublisherSpringer Cham
Pages247-264
Number of pages18
Edition1st
ISBN (Electronic)9783031350511
ISBN (Print)9783031350504, 9783031350535
DOIs
Publication statusPublished - 25 Nov 2023

Scopus Subject Areas

  • General Mathematics
  • General Engineering

User-Defined Keywords

  • Casual inference
  • Label-noise learning
  • Structural causal models

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